What is the translation of " MAPREDUCE " in Chinese?

• mapreduce
• 一个mapreduce

Examples of using Mapreduce in English and their translations into Chinese

Creating a mapreduce program.
创建一个mapreduce项目.

MapReduce and its imperfections.
MakerDAO及其不足之处.

How to run a MapReduce job.
运行一个MapReduce的job.

The storage is provided by HDFS and analysis by MapReduce.
存储由HDFS实现，分析由MapReduce实现。

How to write a MapReduce procedure.
如何自己写一个mapreduce程序.

It is similar to the split in MapReduce.
跟mapreduce里的map上的split类似的。

MapReduce input and outputs are always simple files in a file system; and.
LMapReduce的输入输出总是文件系统上的文件，以及.

This is a two-pass MapReduce job.
只会产生一个MapReducejob。

Basically speaking, MapReduce is a set of functions that are very useful in organizing and computing data across multiple databases.
基本上来说，MapReduce是一组在组织和计算在跨多个数据库的数据时非常有用的函数。

Didn't really need a MapReduce functionality.
并不真的需要一个MapReduce功能。

Note that Weka doesn't yet support Spark, only MapReduce.
请注意，它还不能支持Spark，只有MapReduc。

The processing utility is a MapReduce programming model.
处理工具是一个MapReduce编程模型。

The storage is provided by HDFS and the analysis by MapReduce.
HDFS实现存储，而MapReduce实现分析处理。

Naturally, we can write a program in MapReduce to compute this output.
当然没问题，我们可以写一个MapReduce程序来计算得到这个输出。

MapReduce programs are parallel in nature, thus are very useful for performing large-scale data analysis using multiple machines in the cluster.
MapReduce程序本质上是并行的，因此对于使用群集中的多台机器执行大规模数据分析非常有用。

Some even trumpet their own implementations of the ubiquitous MapReduce algorithm.
有些甚至大肆宣扬自己实现了无处不在的MapReduce算法。

The process of running a MapReduce job with Hadoop involves the following steps:.
使用Hadoop运行一个MapReducejob包括如下几个步骤：.

This task can be any process written in any framework(such as a MapReduce task or a Giraph task).
此任务可以是在任何框架中编写的任何进程（比如一个MapReduce任务或一个Giraph任务）。

The framework is designed in a way that a MapReduce cluster can scale to thousands of nodes in a faulttolerant manner.
该框架被设计为：一个MapReduce集群可以通过容错的方式扩展到上千个节点。

The next step is to study complex file formats that are more appropriate for mapreduce, such as Avro and Sequencefile.
下一步是研究更适合MapReduce的复杂文件格式，例如Avro和SequenceFile。

So when Google published its own GFS and MapReduce papers, Yahoo should be the first company to focus on these papers.
所以当Google发表了自己的GFS和MapReduce论文后，Yahoo应该是最早关注这些论文的公司。

Most MapReduce output should be left unmerged, since there is no benefit to merging if the next consumer is another MapReduce program.
Unmergedoutput绝大多数的MapReduce输出都不需要进行合并，因为如果下一个数据使用者是另一个MapReduce，合并没有任何好处。

Chukwa is built on top of the Hadoop distributed filesystem(HDFS) and MapReduce framework and inherits Hadoop's scalability and robustness.
Chukwa是建立在Hadoop分布式文件系统（HDFS）和MapReduce框架之上，并继承了Hadoop的可扩展性和鲁棒性。

The disadvantage is that mapreduce(or any third-party software) lacks support for files generated by reading protocol buffers serialization.
缺点是MapReduce(或任何第三方软件)缺乏对读取ProtocolBuffers序列化生成的文件支持。

When considering how to compress data that will be processed by MapReduce, it is important to understand whether the compression format supports splitting.
在考虑如何压缩将由MapReduce处理的数据时，理解这些压缩格式是否支持切分(splitting)是非常重要的。

Amazon Elastic MapReduce- A web service for processing large data sets utilizing a hosted Hadoop framework running on the EC2 and the Simple Storage Service.
Amazon弹性MapReduce--该WebService通过运行在EC2和简单存储服务上的托管Hadoop框架处理大的数据集.

Hadoop Distributed File System(HDFS) uses MapReduce framework to process the vast amount of data that takes minutes or hours.
Hadoop分布式文件系统HDFS使用MapReduce框架来处理大量的数据，需要几分钟或几小时。

Adaptive MapReduce: An IBM Research solution for speeding up the execution of small MapReduce jobs by changing how MapReduce tasks are handled.
AdaptiveMapReduce：一个IBMResearch解决方案，通过更改MapReduce任务的处理方式来加速小型MapReduce作业的执行。

Netflix uses Amazon's Elastic MapReduce distribution of Hadoop and has developed its own Hadoop Platform as a Service, which it calls Genie.
Netflix使用Amazon的弹性MapReduce分发Hadoop，并开发了自己的Hadoop平台即服务，它称之为Genie。